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20+ Data Engineering Projects for Beginners with Source Code

ProjectPro

So, work on projects that guide you on how to build end-to-end ETL/ELT data pipelines. Big Data Tools: Without learning about popular big data tools, it is almost impossible to complete any task in data engineering. Finally, the data is published and visualized on a Java-based custom Dashboard.

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Top 25 Data Science Tools To Use in 2024

Knowledge Hut

It caters to various built-in Machine Learning APIs that allow machine learning engineers and data scientists to create predictive models. Along with all these, Apache spark caters to different APIs that are Python, Java, R, and Scala programmers can leverage in their program. Big Data Tools 23.